{"id":"W4402052950","doi":"10.1007/s10439-024-03601-1","title":"Development of an Injectable Hydrogel for Histotripsy Ablation Toward Future Glioblastoma Therapy Applications","year":2024,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Philanthropic Educational Organization; Virginia Polytechnic Institute and State University; National Institutes of Health; National Science Foundation","keywords":"Glioblastoma; Ablation; Tumor ablation; Ablation Therapy; Biomedical engineering; Materials science; Medicine; Cancer research; Internal medicine; Cancer; Prostate cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000175339,0.0003739508,0.0001541719,0.0001934229,0.0001101291,0.0002485782,0.000196059,0.0002479614,0.0009934518],"category_scores_gemma":[0.0001146273,0.0001280371,0.0002100034,0.00009170329,0.0001129724,0.0003058891,0.0001706789,0.0002791694,0.0002870524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362253,"about_ca_system_score_gemma":0.0002719922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005105265,"about_ca_topic_score_gemma":0.0009409456,"domain_scores_codex":[0.9999431,0.000005846223,0.000004787876,0.00001401594,0.00001988716,0.0000123314],"domain_scores_gemma":[0.9999323,0.00001139075,0.00002320002,0.000004027648,0.00001403593,0.0000149968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001819511,0.00001729805,0.00005768628,0.00005667426,0.000003042506,0.00003671659,0.00001210019,0.0002228836,0.9951901,0.0001196794,0.00005334285,0.004212166],"study_design_scores_gemma":[0.0000120695,0.0002485377,0.0004923384,0.00001209272,0.0000167093,0.0001453381,0.00001102826,0.00223515,0.9917235,0.00004652601,0.005048988,0.000007867522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8413141,0.01130833,0.1362289,0.0007126665,0.0002884833,0.0004816805,0.0006367433,0.0005894197,0.008439668],"genre_scores_gemma":[0.9259623,0.004841064,0.06349696,0.000307242,0.00005639322,0.0003317666,0.0002737495,0.00008812416,0.004642345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009934518,"threshold_uncertainty_score":0.003323436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385726551868845,"score_gpt":0.2792653404936833,"score_spread":0.2554080749749948,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}